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9 papers · 1 filter
Logic Tensor Networks
Samy Badreddine, Artur d'Avila Garcez, Luciano Serafini +1
Artificial Intelligence agents are required to learn from their surroundings and to reason about the knowledge that has been learned in order to make decisions. While state-of-the-…
Multi-hop Routing with Proactive Route Refinement for 60 GHz Millimeter-Wave Networks
Chanaka Samarathunga, Mohamed Abouelseoud, Kazuyuki Sakoda +1
Fundamental requirements of mmWave systems are peak data rates of multiple Gbps and latencies of the order of at most a few milliseconds. However, highly directional mmWave links a…
FederBoost: Private Federated Learning for GBDT
Zhihua Tian, Rui Zhang, Xiaoyang Hou +4
Federated Learning (FL) has been an emerging trend in machine learning and artificial intelligence. It allows multiple participants to collaboratively train a better global model a…
New interfaces for musical expression
Ivan Poupyrev, Michael J. Lyons, Sidney Fels +1
The rapid evolution of electronics, digital media, advanced materials, and other areas of technology, is opening up unprecedented opportunities for musical interface inventors and…
Clustering patterns connecting COVID-19 dynamics and Human mobility using optimal transport
Frank Nielsen, Gautier Marti, Sumanta Ray +1
Social distancing and stay-at-home are among the few measures that are known to be effective in checking the spread of a pandemic such as COVID-19 in a given population. The patter…
Hilbert geometry of the Siegel disk: The Siegel-Klein disk model
Frank Nielsen
We study the Hilbert geometry induced by the Siegel disk domain, an open bounded convex set of complex square matrices of operator norm strictly less than one. This Hilbert geometr…